* OPEN STATA OUTPUT FILE LOG

   log using  "F:\JPP FINAL DOCUMENTS\JPP Data Replication Materials\SUPPLEMENTARY ANALYSES\SECTION 2\partisan income distribution.SYMMETRIC QUADRATIC INTERACTION EFFECT MODELS.LRMs.09-22-2018.smcl" 



 **** STATISTICAL CODE FOR SYMMETRIC QUADRATIC INTERACTION EFFECTS REPORTED IN THE SUPPORTED INFORMATION DOCUMENT: SECTION 2 ****
 *** PLEASE NOTE THAT THE LINEAR COMBINATIONS OF COEFFICIENTS POST-ESTIMATION APPEAR AS ENTRIES IN TABLES SI-2A THROUGH SI-2F *****



 
 
 * OPEN "INCOME DISTRIBUTION" DATA SET
 
use "F:\JPP FINAL DOCUMENTS\JPP Data Replication Materials\TABLE 1 & FIGURES 4-6\partisan income distribution.09-22-2018.dta", clear


set matsize 11000


set more off
 
xtset stateno year, yearly


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*** SET TIME SERIES - CROSS SECTION IDENTIFER ***

tsset stateno year, yearly

*
*
*
*


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** I.1:  CHANGES IN AVERAGE REAL ADJUSTED GROSS INCOME [SOMMELLIER & PRICE 2014] -- FOR TOP 0.01% = 99.999 - 100.00 FRACTILE:  ARDL(1,1) MODEL SPECIFICATION [TWO-WAY FIXED EFFECTS: TIMEWISE FIXED EFFECTS]; 
**       TESTING FOR PARTIAL PARTISAN CONTROL EFFECTS [SHORT-RUN/IMMEDIATE & LONG-RUN/DYNAMIC] & FULL PARTISAN CONTROL [TOTAL] ** 



*** ESTIMATE VIA OLS [TWO-WAY FIXED EFFECTS TO CONTROL FOR BOTH STATE AND YEAR UNOBSERVED HETEROGENEITY AND STANDARD ERRORS CLUSTERED BY STATE] ***

xtreg P9999x100  l1.P9999x100   l1.realmedianbureaucraticsalary  l1.allreprev2 l1.alldemrev2 l1.burprofallreprev2  l1.burprofalldemrev2   ///
l1.realmedianbureaucraticsalarysq  l1.burprofsqallreprev2  l1.burprofsqalldemrev2    ///
l1.rinc l1.MTR_total_s_reed l1.shnfinc l1.citi8608  i.year , fe cluster(stateno)

estat ic

*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************



*** MINIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***
*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 
*

nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P9999x100])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) /  (1 -_b[l1.P9999x100])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P9999x100])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) / (1 -_b[l1.P9999x100]))



*** 10TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P9999x100])
*
nlcom  (_b[l1.alldemrev2] +  _b[l1.burprofalldemrev2]*68563.25  +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P9999x100])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P9999x100]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*68563.25 +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P9999x100]))

 
 

*** 25TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***


*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P9999x100])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P9999x100])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P9999x100]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P9999x100]))



*** 50TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE  ***

*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2)  /  (1 -_b[l1.P9999x100])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84  +  _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P9999x100])
*
*
*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2) /  (1 -_b[l1.P9999x100])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P9999x100]))




*** 75TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 +  _b[l1.burprofsqallreprev2]*(92092.66)^2) /  (1 -_b[l1.P9999x100])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 +  _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P9999x100])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 + _b[l1.burprofsqallreprev2]*(92092.66)^2) / (1 -_b[l1.P9999x100]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P9999x100]))




*** 90TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P9999x100])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2) /  (1 -_b[l1.P9999x100])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P9999x100])   - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2)) /  (1 -_b[l1.P9999x100])
*



*** MAXIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30 +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P9999x100])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8  + _b[l1.burprofsqalldemrev2]*(123879.8)^2) /  (1 -_b[l1.P9999x100])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30  +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P9999x100])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8 + _b[l1.burprofsqalldemrev2]*(123879.8)^2)  /  (1 -_b[l1.P9999x100]))
*  




  
  
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** I.2:  CHANGES IN AVERAGE REAL ADJUSTED GROSS INCOME [SOMMELLIER & PRICE 2014] -- FOR TOP 0.1% -- 0.01% = 99.90 - 99.99 FRACTILE::  ARDL(1,1) MODEL SPECIFICATION [TWO-WAY FIXED EFFECTS: TIMEWISE FIXED EFFECTS]; 
**       TESTING FOR PARTIAL PARTISAN CONTROL EFFECTS  ** 

*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 


*** ESTIMATE VIA OLS [TWO-WAY FIXED EFFECTS TO CONTROL FOR BOTH STATE AND YEAR UNOBSERVED HETEROGENEITY AND STANDARD ERRORS CLUSTERED BY STATE] ***

xtreg P999x9999  l1.P999x9999   l1.realmedianbureaucraticsalary  l1.allreprev2 l1.alldemrev2 l1.burprofallreprev2  l1.burprofalldemrev2   ///
l1.realmedianbureaucraticsalarysq    l1.burprofsqallreprev2 l1.burprofsqalldemrev2     ///
l1.rinc l1.MTR_total_s_reed l1.shnfinc l1.citi8608  i.year , fe cluster(stateno)

estat ic

*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************


*** MINIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***
*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 
*

nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P999x9999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) /  (1 -_b[l1.P999x9999])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P999x9999])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) / (1 -_b[l1.P999x9999]))



*** 10TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P999x9999])
*
nlcom  (_b[l1.alldemrev2] +  _b[l1.burprofalldemrev2]*68563.25  +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P999x9999])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P999x9999]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*68563.25 +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P999x9999]))

 

*** 25TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***


*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P999x9999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P999x9999])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P999x9999]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P999x9999]))



*** 50TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE  ***

*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2)  /  (1 -_b[l1.P999x9999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P999x9999])
*
*
*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2) /  (1 -_b[l1.P999x9999])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P999x9999]))




*** 75TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 +  _b[l1.burprofsqallreprev2]*(92092.66)^2) /  (1 -_b[l1.P999x9999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P999x9999])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 + _b[l1.burprofsqallreprev2]*(92092.66)^2) / (1 -_b[l1.P999x9999]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P999x9999]))




*** 90TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P999x9999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2) /  (1 -_b[l1.P999x9999])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P999x9999])   - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2)) /  (1 -_b[l1.P999x9999])
*



*** MAXIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30 +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P999x9999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8  + _b[l1.burprofsqalldemrev2]*(123879.8)^2) /  (1 -_b[l1.P999x9999])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30  +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P999x9999])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8 + _b[l1.burprofsqalldemrev2]*(123879.8)^2)  /  (1 -_b[l1.P999x9999]))
*  



 
  


  
*******************************************************************************************************************************************************************************************************
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***********************************************************************************************************************************************************************************************************
*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************



** I.3:  CHANGES IN AVERAGE REAL ADJUSTED GROSS INCOME [SOMMELLIER & PRICE 2014] -- FOR TOP 0.5% -- 0.1% = 99.5 - 99.9 FRACTILE::  ARDL(1,1) MODEL SPECIFICATION [TWO-WAY FIXED EFFECTS: TIMEWISE FIXED EFFECTS]; 
**       TESTING FOR PARTIAL PARTISAN CONTROL EFFECTS  ** 

*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 


*** ESTIMATE VIA OLS [TWO-WAY FIXED EFFECTS TO CONTROL FOR BOTH STATE AND YEAR UNOBSERVED HETEROGENEITY AND STANDARD ERRORS CLUSTERED BY STATE] ***

xtreg P995x999  l1.P995x999   l1.realmedianbureaucraticsalary  l1.allreprev2 l1.alldemrev2 l1.burprofallreprev2  l1.burprofalldemrev2   ///
l1.realmedianbureaucraticsalarysq   l1.burprofsqallreprev2 l1.burprofsqalldemrev2      ///
l1.rinc l1.MTR_total_s_reed l1.shnfinc l1.citi8608  i.year , fe cluster(stateno)

estat ic

*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************


*** MINIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***
*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 


nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P995x999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) /  (1 -_b[l1.P995x999])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P995x999])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) / (1 -_b[l1.P995x999]))



*** 10TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P995x999])
*
nlcom  (_b[l1.alldemrev2] +  _b[l1.burprofalldemrev2]*68563.25  +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P995x999])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P995x999]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*68563.25 +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P995x999]))

 

*** 25TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***


*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P995x999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P995x999])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P995x999]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P995x999]))



*** 50TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE  ***

*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2)  /  (1 -_b[l1.P995x999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P995x999])
*
*
*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2) /  (1 -_b[l1.P995x999])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P995x999]))




*** 75TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 +  _b[l1.burprofsqallreprev2]*(92092.66)^2) /  (1 -_b[l1.P995x999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P995x999])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 + _b[l1.burprofsqallreprev2]*(92092.66)^2) / (1 -_b[l1.P995x999]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P995x999]))




*** 90TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P995x999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2) /  (1 -_b[l1.P995x999])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P995x999])   - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2)) /  (1 -_b[l1.P995x999])
*



*** MAXIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30 +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P995x999])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8  + _b[l1.burprofsqalldemrev2]*(123879.8)^2) /  (1 -_b[l1.P995x999])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30  +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P995x999])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8 + _b[l1.burprofsqalldemrev2]*(123879.8)^2)  /  (1 -_b[l1.P995x999]))
*  



 
  


  
*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***************************
*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************



** I.4:  CHANGES IN AVERAGE REAL ADJUSTED GROSS INCOME [SOMMELLIER & PRICE 2014] -- FOR TOP 1% -- 0.5% = 99 - 99.5 FRACTILE::  ARDL(1,1) MODEL SPECIFICATION [TWO-WAY FIXED EFFECTS: TIMEWISE FIXED EFFECTS]; 
**       TESTING FOR PARTIAL PARTISAN CONTROL EFFECTS  ** 

*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 


*** ESTIMATE VIA OLS [TWO-WAY FIXED EFFECTS TO CONTROL FOR BOTH STATE AND YEAR UNOBSERVED HETEROGENEITY AND STANDARD ERRORS CLUSTERED BY STATE] ***

xtreg P99x995  l1.P99x995   l1.realmedianbureaucraticsalary  l1.allreprev2 l1.alldemrev2 l1.burprofallreprev2  l1.burprofalldemrev2   ///
l1.realmedianbureaucraticsalarysq  l1.burprofsqallreprev2 l1.burprofsqalldemrev2      ///
l1.rinc l1.MTR_total_s_reed l1.shnfinc l1.citi8608  i.year , fe cluster(stateno)

estat ic

*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************

*** MINIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***
*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 
*


nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P99x995])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) /  (1 -_b[l1.P99x995])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P99x995])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) / (1 -_b[l1.P99x995]))



*** 10TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P99x995])
*
nlcom  (_b[l1.alldemrev2] +  _b[l1.burprofalldemrev2]*68563.25  +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P99x995])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P99x995]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*68563.25 +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P99x995]))

 

*** 25TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***


*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P99x995])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P99x995])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P99x995]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P99x995]))



*** 50TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE  ***

*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2)  /  (1 -_b[l1.P99x995])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P99x995])
*
*
*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2) /  (1 -_b[l1.P99x995])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P99x995]))




*** 75TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 +  _b[l1.burprofsqallreprev2]*(92092.66)^2) /  (1 -_b[l1.P99x995])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P99x995])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 + _b[l1.burprofsqallreprev2]*(92092.66)^2) / (1 -_b[l1.P99x995]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P99x995]))




*** 90TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P99x995])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2) /  (1 -_b[l1.P99x995])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P99x995])   - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2)) /  (1 -_b[l1.P99x995])
*



*** MAXIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30 +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P99x995])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8  + _b[l1.burprofsqalldemrev2]*(123879.8)^2) /  (1 -_b[l1.P99x995])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30  +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P99x995])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8 + _b[l1.burprofsqalldemrev2]*(123879.8)^2)  /  (1 -_b[l1.P99x995]))
*  







*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************





** I.5:  CHANGES IN AVERAGE REAL ADJUSTED GROSS INCOME [SOMMELLIER & PRICE 2014] -- FOR TOP 5% -- 1% = 95 - 99 FRACTILE::  ARDL(1,1) MODEL SPECIFICATION [TWO-WAY FIXED EFFECTS: TIMEWISE FIXED EFFECTS]; 
**       TESTING FOR PARTIAL PARTISAN CONTROL EFFECTS  ** 

*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 



*** ESTIMATE VIA OLS [TWO-WAY FIXED EFFECTS TO CONTROL FOR BOTH STATE AND YEAR UNOBSERVED HETEROGENEITY AND STANDARD ERRORS CLUSTERED BY STATE] ***

xtreg P95x99  l1.P95x99   l1.realmedianbureaucraticsalary  l1.allreprev2 l1.alldemrev2 l1.burprofallreprev2  l1.burprofalldemrev2   ///
l1.realmedianbureaucraticsalarysq  l1.burprofsqallreprev2 l1.burprofsqalldemrev2      ///
l1.rinc l1.MTR_total_s_reed l1.shnfinc l1.citi8608  i.year , fe cluster(stateno)

estat ic

*******************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************
***********************************************************************************************************************************************************************************************************


*** MINIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***
*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 
*


nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P95x99])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) /  (1 -_b[l1.P95x99])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P95x99])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) / (1 -_b[l1.P95x99]))



*** 10TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74  +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P95x99])
*
nlcom  (_b[l1.alldemrev2] +  _b[l1.burprofalldemrev2]*68563.25  +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P95x99])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P95x99]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*68563.25 +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P95x99]))

 

*** 25TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***


*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P95x99])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P95x99])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P95x99]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P95x99]))



*** 50TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE  ***

*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2)  /  (1 -_b[l1.P95x99])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P95x99])
*
*
*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2) /  (1 -_b[l1.P95x99])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P95x99]))




*** 75TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 +  _b[l1.burprofsqallreprev2]*(92092.66)^2) /  (1 -_b[l1.P95x99])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P95x99])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 + _b[l1.burprofsqallreprev2]*(92092.66)^2) / (1 -_b[l1.P95x99]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P95x99]))




*** 90TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P95x99])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2) /  (1 -_b[l1.P95x99])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P95x99])   - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2)) /  (1 -_b[l1.P95x99])
*



*** MAXIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30 +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P95x99])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8  + _b[l1.burprofsqalldemrev2]*(123879.8)^2) /  (1 -_b[l1.P95x99])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30  +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P95x99])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8 + _b[l1.burprofsqalldemrev2]*(123879.8)^2)  /  (1 -_b[l1.P95x99]))
*  








  
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** I.6:  CHANGES IN AVERAGE REAL ADJUSTED GROSS INCOME [SOMMELLIER & PRICE 2014] -- FOR TOP 10% -- 5% = 90 - 95 FRACTILE::  ARDL(1,1) MODEL SPECIFICATION [TWO-WAY FIXED EFFECTS: TIMEWISE FIXED EFFECTS]; 
**       TESTING FOR PARTIAL PARTISAN CONTROL EFFECTS  ** 

*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 



*** ESTIMATE VIA OLS [TWO-WAY FIXED EFFECTS TO CONTROL FOR BOTH STATE AND YEAR UNOBSERVED HETEROGENEITY AND STANDARD ERRORS CLUSTERED BY STATE] ***

xtreg P90x95  l1.P90x95   l1.realmedianbureaucraticsalary  l1.allreprev2 l1.alldemrev2 l1.burprofallreprev2  l1.burprofalldemrev2   ///
l1.realmedianbureaucraticsalarysq  l1.burprofsqallreprev2 l1.burprofsqalldemrev2      ///
l1.rinc l1.MTR_total_s_reed l1.shnfinc l1.citi8608  i.year , fe cluster(stateno)

estat ic

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*** MINIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***
*** PLEASE NOTE THAT ONLY IMMEDIATE EFFECT IS CAPTURED SINCE THE DYNAMIC BASELINE FOR THE TOTAL EFFECT IS THE SAME ACROSS ALL LINEAR COMBINATIONS *** 
*

nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P90x95])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) /  (1 -_b[l1.P90x95])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*58495.88 +  _b[l1.burprofsqallreprev2]*(58495.88)^2) /  (1 -_b[l1.P90x95])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*55787.34 + _b[l1.burprofsqalldemrev2]*(55787.34)^2) /  (1 -_b[l1.P90x95]))



*** 10TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P90x95])
*
nlcom  (_b[l1.alldemrev2] +  _b[l1.burprofalldemrev2]*68563.25  +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P90x95])
*
*
*
nlcom  (_b[l1.allreprev2] +  _b[l1.burprofallreprev2]*63229.74 +  _b[l1.burprofsqallreprev2]*(63229.74)^2) /  (1 -_b[l1.P90x95]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*68563.25 +  _b[l1.burprofsqalldemrev2]*(68563.25)^2) /  (1 -_b[l1.P90x95]))

 

*** 25TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***


*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P90x95])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P90x95])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*69908.26 +  _b[l1.burprofsqallreprev2]*(69908.26)^2) /  (1 -_b[l1.P90x95]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*75625 + _b[l1.burprofsqalldemrev2]*(75625)^2) /  (1 -_b[l1.P90x95]))



*** 50TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE  ***

*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2)  /  (1 -_b[l1.P90x95])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P90x95])
*
*
*
nlcom  (_b[l1.allreprev2]  + _b[l1.burprofallreprev2]*75625 +  _b[l1.burprofsqallreprev2]*(75625)^2) /  (1 -_b[l1.P90x95])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*85831.84 + _b[l1.burprofsqalldemrev2]*(85831.84)^2) /  (1 -_b[l1.P90x95]))




*** 75TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 +  _b[l1.burprofsqallreprev2]*(92092.66)^2) /  (1 -_b[l1.P90x95])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P90x95])
*
*
*
nlcom (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*92092.66 + _b[l1.burprofsqallreprev2]*(92092.66)^2) / (1 -_b[l1.P90x95]) - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*94808.54 + _b[l1.burprofsqalldemrev2]*(94808.54)^2) /  (1 -_b[l1.P90x95]))




*** 90TH PERCENTILE VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P90x95])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2) /  (1 -_b[l1.P90x95])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*100189.60 +  _b[l1.burprofsqallreprev2]*(100189.60)^2) /  (1 -_b[l1.P90x95])   - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*104690.70 + _b[l1.burprofsqalldemrev2]*(104690.70)^2)) /  (1 -_b[l1.P90x95])
*



*** MAXIMUM VALUES OF BUREAUCRATIC LEADERSHIP CAPACITY  FOR ALLREPREV2 & ALLDEMREV2, REPSECTIVELY [IMMEDIATE EFFECT ONLY]: DIVIDED PARTISAN CONTROL IS "ZERO" BASELINE ***

*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30 +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P90x95])
*
nlcom  (_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8  + _b[l1.burprofsqalldemrev2]*(123879.8)^2) /  (1 -_b[l1.P90x95])
*
*
*
nlcom  (_b[l1.allreprev2] + _b[l1.burprofallreprev2]*113451.30  +  _b[l1.burprofsqallreprev2]*(113451.30)^2)  /  (1 -_b[l1.P90x95])  - ((_b[l1.alldemrev2] + _b[l1.burprofalldemrev2]*123879.8 + _b[l1.burprofsqalldemrev2]*(123879.8)^2)  /  (1 -_b[l1.P90x95]))
*  




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***** CLOSE STATA OUTPUT LOG *****

log close






